Table 2.
Comparison of pLPCA and gLPCA Performance on the COAD Dataset
method | mean ACC | mean macro-REC | mean macro-PRE | mean macro-F1 | macro-AUC |
---|---|---|---|---|---|
gLPCA12,13 | 0.9777 | 0.9463 | 0.9138 | 0.9249 | 0.9470 |
gLPCAa12 | 0.9756 | 0.9429 | 0.8841 | 0.9002 | 0.9429 |
pLPCA | 0.9788 | 0.9450 | 0.8996 | 0.9115 | 0.9450 |
Reproduced in the present work.